Predictive Maintenance Using L.S.T.M.
Predict run-to-failures of an airplane engine in real time.
TensorFlow IIoT Sensors LSTM
Fetal Health Detection App
Cardiotocography (CTG) is the means of measuring the fetal heart rate, movements and uterine contractions, thus continuously monitoring the health of the mother and child. Deep learning models can be used to detect fetal health in order to prevent child and maternal mortality.
keras Sensors signal medical fetus
Iot Based Gesture Recognition App
Gestures are mapped to accelerometer and gyroscope values during motion.
tinyML accelerometer gyroscope arduino keras
Pump Failure Detection App
Predicts whether a pump will fail in the next 24 hours or not.
TensorFlow keras IIoT Sensors
Abalone Age Prediction App
Abalone is a common name for sea snails. Determining their age is a detailed process. Their shell is cut through the cone, stained and the rings are counted using a microscope. Here, we use measurements such as length, height, weight and other features to predict their age.
tinyML keras Sensors environment sea
Human Activity Recognition App
Predict the activity being performed by a human being in real-time
accelerometer gyroscope TensorFlow Sensors CortexM4
Gemstone Classification App
A gemstone (gem, fine gem, jewel, precious stone, or semi-precious stone) is a piece of mineral crystal which, in cut and polished form, is used to make jewelry or other adornments. In this notebook, we will be classifying the type of gemstone based on the given image
vision keras CNN Sensors gems